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69 lines
2.4 KiB
69 lines
2.4 KiB
from swarms.structs import Agent
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from swarms.prompts.logistics import (
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Quality_Control_Agent_Prompt,
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)
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# Image for analysis
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factory_image = "image.jpg"
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def security_analysis(danger_level: str) -> str:
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"""
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Analyzes the security danger level and returns an appropriate response.
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Args:
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danger_level (str, optional): The level of danger to analyze.
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Can be "low", "medium", "high", or None. Defaults to None.
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Returns:
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str: A string describing the danger level assessment.
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- "No danger level provided" if danger_level is None
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- "No danger" if danger_level is "low"
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- "Medium danger" if danger_level is "medium"
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- "High danger" if danger_level is "high"
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- "Unknown danger level" for any other value
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"""
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if danger_level is None:
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return "No danger level provided"
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if danger_level == "low":
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return "No danger"
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if danger_level == "medium":
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return "Medium danger"
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if danger_level == "high":
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return "High danger"
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return "Unknown danger level"
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custom_system_prompt = f"""
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{Quality_Control_Agent_Prompt}
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You have access to tools that can help you with your analysis. When you need to perform a security analysis, you MUST use the security_analysis function with an appropriate danger level (low, medium, or high) based on your observations.
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Always use the available tools when they are relevant to the task. If you determine there is any level of danger or security concern, call the security_analysis function with the appropriate danger level.
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"""
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# Quality control agent
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quality_control_agent = Agent(
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agent_name="Quality Control Agent",
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agent_description="A quality control agent that analyzes images and provides a detailed report on the quality of the product in the image.",
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# model_name="anthropic/claude-3-opus-20240229",
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model_name="gpt-4o-mini",
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system_prompt=custom_system_prompt,
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multi_modal=True,
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max_loops=1,
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output_type="str-all-except-first",
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# tools_list_dictionary=[schema],
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tools=[security_analysis],
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)
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response = quality_control_agent.run(
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task="Analyze the image and then perform a security analysis. Based on what you see in the image, determine if there is a low, medium, or high danger level and call the security_analysis function with that danger level",
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img=factory_image,
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)
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